| 2016 | 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016, Anaheim, CA, USA, December 18-20, 2016 |
| 2016 | A Big Data Analytics Framework for Supporting Multidimensional Mining over Big Healthcare Data. Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira |
| 2016 | A Countable State PGM for Tracking Entity Movement. Tim Zajic |
| 2016 | A Formal Design for the Lexical and Syntax Analyzer of a Pedagogically Effective Subset of C++. Muhammad Shoaib Farooq, Adnan Abid, Rebecca K. Fox |
| 2016 | A Fuzzy Genetic Algorithm Classifier: The Impact of Time-Series Load Data Temporal Dimension on Classification Performance. Ahmed Abdulaal, Shihab S. Asfour |
| 2016 | A Hierarchical Meta-Classifier for Human Activity Recognition. Anzah H. Niazi, Delaram Yazdansepas, Jennifer L. Gay, Frederick W. Maier, Lakshmish Ramaswamy, Khaled Rasheed, Matthew P. Buman |
| 2016 | A Hybrid Machine Learning Approach for Planning Safe Trajectories in Complex Traffic-Scenarios. Amit Chaulwar, Michael Botsch, Wolfgang Utschick |
| 2016 | A Machine Learning Approach for Fault Detection in Vehicular Cyber-Physical Systems. Arman Sargolzaei, Carl D. Crane, Alireza Abbaspour, Shirin Noei |
| 2016 | A Multifaceted Approach to Bitcoin Fraud Detection: Global and Local Outliers. Patrick M. Monamo, Vukosi Marivate, Bhesipho Twala |
| 2016 | A New Approach of Matrix Factorization and Its Application in Recommender Systems. Hong Peng, Shuyi Hong, Linkai Luo, Qifeng Zhou, Xiaoqin Huang |
| 2016 | A New Feature for Cross-Day Psychophysiological Workload Estimation. Ryan G. Hefron, Brett J. Borghetti |
| 2016 | A Next-Generation Secure Cloud-Based Deep Learning License Plate Recognition for Smart Cities. Rohith Polishetty, Mehdi Roopaei, Paul Rad |
| 2016 | A Nonnegative Tensor Factorization Approach for Three-Dimensional Binary Wafer-Test Data. Thomas Siegert, Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang |
| 2016 | A Novel Algorithm for Dynamic Clustering: Properties and Performance. Nathalie A. Barbosa, Louise Travé-Massuyès, Victor Hugo Grisales |
| 2016 | A Novel Approach to Big Data Veracity Using Crowdsourcing Techniques and Bayesian Predictors. Bhoomika Agarwal, Abhiram Ravikumar, Snehanshu Saha |
| 2016 | A Parallel K-Medoids Algorithm for Clustering based on MapReduce. M. Omair Shafiq, Eric Torunski |
| 2016 | A Prediction Modelling and Pattern Detection Approach for the First-Episode Psychosis Associated to Cannabis Use. Wajdi Alghamdi, Daniel Stamate, Katherine Vang, Daniel Stahl, Marco Colizzi, Giada Tripoli, Diego Quattrone, Olesya Ajnakina, Robin M. Murray, Marta Di Forti |
| 2016 | A Privacy-Preserving Solution for the Bipartite Ranking Problem. Noushin Salek Faramarzi, Erman Ayday, H. Altay Güvenir |
| 2016 | A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims. Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2016 | A Re-estimation Brain Storm Optimization to Train Hidden Markov Model for Transcription Factor Binding Site Analysis. Xinyuan Ma, Ning Xian |
| 2016 | A Review on Machine Learning and Data Mining Techniques for Residential Energy Smart Management. Hajer Salem, Moamar Sayed-Mouchaweh, Ahlem Ben Hassine |
| 2016 | A Statistical Learning Method to Fast Generalised Rule Induction Directly from Raw Measurements. Thien Le, Frederic T. Stahl, Chris Wrench, Mohamed Medhat Gaber |
| 2016 | A Study on Effects of Different Control Period of Neural Network Based Reference Modified PID Control for DC-DC Converters. Hidenori Maruta, Hironobu Taniguchi, Fujio Kurokawa |
| 2016 | A Supervised Learning Framework for Arbitrary Lagrangian-Eulerian Simulations. Ming Jiang, Brian Gallagher, Joshua Kallman, Daniel E. Laney |
| 2016 | A Web Based Pipeline Tool for the Combination of Logic Conditions for NGS Data. Hui Li, Chunmei Liu |
| 2016 | ADHD and ASD Classification Based on Emotion Recognition Data. Mahiye Uluyagmur-Ozturk, Ayse Rodopman Arman, Seval Sultan Yilmaz, Onur Tugce Poyraz Findik, Herdem Aslan Genc, Gresa Carkaxhiu-Bulut, M. Yanki Yazgan, Umut Teker, Zehra Cataltepe |
| 2016 | Adaptive Thresholding and Reweighting to Improve Domain Transfer Learning for Unbalanced Data with Applications to EEG Imbalance. Kyungmin Su, W. David Hairston, Kay A. Robbins |
| 2016 | Advanced Image Classification Using Wavelets and Convolutional Neural Networks. Travis L. Williams, Robert Li |
| 2016 | An Active Learning Approach to Audio-to-Score Alignment Using Dynamic Time Warping. Ching-Hua Chuan |
| 2016 | An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data. Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila |
| 2016 | An Empirical Study on Machine Learning Models for Wind Power Predictions. Yiqian Liu, Huajie Zhang |
| 2016 | An Investigation of Ensemble Techniques for Detection of Spam Reviews. Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford |
| 2016 | An LED Based Indoor Localization System Using k-Means Clustering. Muhammad Saadi, Touqeer Ahmad, Yan Zhao, Lunchakorn Wuttisittikulkij |
| 2016 | An Oblivious Routing-Based Power Flow Calculation Method for Loss Minimization of Smart Power Networks: A Theoretical Perspective. Kianoosh G. Boroojeni, M. Hadi Amini, S. S. Iyengar |
| 2016 | Analysis for Status of the Road Accident Occurance and Determination of the Risk of Accident by Machine Learning in Istanbul. Halil-Ibrahim Bulbul, Tarik Kaya, Yusuf Tulgar |
| 2016 | Android Malware Detection: Building Useful Representations. Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Juha Karhunen |
| 2016 | Applying the Meta-heuristic Prediction Algorithm for Modeling Power Density in Wind Power Plant. Hamdi Tolga Kahraman, Melike Ayaz, Ilhami Colak, Ramazan Bayindir |
| 2016 | Are Accuracy and Robustness Correlated. Andras Rozsa, Manuel Günther, Terrance E. Boult |
| 2016 | Area-Specific Crime Prediction Models. Mohammad Al Boni, Matthew S. Gerber |
| 2016 | Assessing Threat of Adversarial Examples on Deep Neural Networks. Abigail Graese, Andras Rozsa, Terrance E. Boult |
| 2016 | Author Identification Using Deep Learning. Ahmed M. Mohsen, Nagwa M. El-Makky, Nagia Ghanem |
| 2016 | Automated Optimal Architecture of Deep Convolutional Neural Networks for Image Recognition. Saleh Albelwi, Ausif Mahmood |
| 2016 | Automatic Algorithm Selection in Computational Software Using Machine Learning. Matthew C. Simpson, Qing Yi, Jugal Kalita |
| 2016 | Automatic Container Code Recognition via Spatial Transformer Networks and Connected Component Region Proposals. Ankit Verma, Monika Sharma, Ramya Hebbalaguppe, Ehtesham Hassan, Lovekesh Vig |
| 2016 | Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay. Christian Bodenstein, Markus Götz, Annika Jansen, Henrike Scholz, Morris Riedel |
| 2016 | Automatic Optimization of Localized Kernel Density Estimation for Hotspot Policing. Mohammad Al Boni, Matthew S. Gerber |
| 2016 | Automatic Species Recognition Based on Improved Birdsong Analysis. Joshua Knapp, Guangzhi Qu, Feng Zhang |
| 2016 | Automatic Text Classification of ICD-10 Related CoD from Complex and Free Text Forensic Autopsy Reports. Ghulam Mujtaba, Nor Liyana Mohd Shuib, Ram Gopal Raj, Retnagowri Rajandram, Khairunisa Shaikh |
| 2016 | Automating ECU Identification for Vehicle Security. Michael Jaynes, Ram Dantu, Roland Varriale, Nathaniel Evans |
| 2016 | Autonomous Biological Cell Injection Based on Vision and Motion Control. Yulong Zhang, Qingsong Xu |
| 2016 | Bag of Bags: Nested Multi Instance Classification for Prostate Cancer Detection. Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider |
| 2016 | Basic Investigation on a Robust and Practical Plant Diagnostic System. Erika Fujita, Yusuke Kawasaki, Hiroyuki Uga, Satoshi Kagiwada, Hitoshi Iyatomi |
| 2016 | Bayesian Network Classification: Application to Epilepsy Type Prediction Using PET Scan Data. Kamel Jebreen, Badih Ghattas |
| 2016 | Bayesian Unification of Gradient and Bandit-Based Learning for Accelerated Global Optimisation. Ole-Christoffer Granmo |
| 2016 | Bee Colony Based Worker Reliability Estimation Algorithm in Microtask Crowdsourcing. Alireza Moayedikia, Kok-Leong Ong, Yee Ling Boo, William Yeoh |
| 2016 | Bird Call Identification Using Dynamic Kernel Based Support Vector Machines and Deep Neural Networks. Deep Chakraborty, Paawan Mukker, Padmanabhan Rajan, Aroor Dinesh Dileep |
| 2016 | Building a Platform for Software-Defined Networking Cybersecurity Applications. Chongya Song, Alexander Perez-Pons, Kang K. Yen |
| 2016 | Classification of X-Ray Galaxy Clusters with Morphological Feature and Tree SVM. Lei Wang, Zhixian Ma, Haiguang Xu, Jie Zhu |
| 2016 | Classifying Educational Lectures in Low-Resource Languages. Gihad N. Sohsah, Onur Güzey, Zaina Tarmanini |
| 2016 | Combining Analytical and Holistic Strategies for Handwriting Recognition. Hesham M. Eraqi, Sherif Abdelazeem, Mohsen A. A. Rashwan |
| 2016 | Comparing Gaussian Mixture Model and Hidden Markov Model to Classify Unique Physical Activities from Accelerometer Sensor Data. Arindam Dutta, Owen Ma, Meynard John Toledo, Matthew P. Buman, Daniel W. Bliss |
| 2016 | Conformalized Kernel Ridge Regression. Evgeny Burnaev, Ivan Nazarov |
| 2016 | Consensus Clustering: A Resampling-Based Method for Building Radiation Hybrid Maps. Raed I. Seetan, Jacob Bible, Michael Karavias, Wael Seitan, Sam Thangiah |
| 2016 | Constructing a Deep Regression Model Utilizing Cascaded Sparse Autoencoders and Stochastic Gradient Descent. Arezou Moussavi Khalkhali, Mo Jamshidi |
| 2016 | Correlating Filter Diversity with Convolutional Neural Network Accuracy. Casey A. Graff, Jeffrey Ellen |
| 2016 | Course Learning Outcome Performance Improvement: A Remedial Action Classification Based Approach. Ilyes Jenhani, Ghassen Ben Brahim, Ammar Elhassan |
| 2016 | Cross-Document Knowledge Discovery Using Semantic Concept Topic Model. Xin Li, Wei Jin |
| 2016 | Cyberbullying Detection with a Pronunciation Based Convolutional Neural Network. Xiang Zhang, Jonathan Tong, Nishant Vishwamitra, Elizabeth Whittaker, Joseph P. Mazer, Robin M. Kowalski, Hongxin Hu, Feng Luo, Jamie Macbeth, Edward Dillon |
| 2016 | DERIV: Distributed In-Memory Brand Perception Tracking Framework. Manu Shukla, Andrew Fong, Raimundo F. Dos Santos, Chang-Tien Lu |
| 2016 | Decoding Epileptogenesis in a Reduced State Space. François G. Meyer, Alexander M. Benison, Zachariah Smith, Daniel S. Barth |
| 2016 | Deep Learning Anomaly Detection as Support Fraud Investigation in Brazilian Exports and Anti-Money Laundering. Ebberth L. Paula, Marcelo Ladeira, Rommel N. Carvalho, Thiago Marzagão |
| 2016 | Demographic Group Prediction Based on Smart Device User Recognition Gestures. Adel R. Alharbi, Mitchell A. Thornton |
| 2016 | Denoising High Resolution Multispectral Images Using Deep Learning Approach. Utkarsh Ojha, Ankur Garg |
| 2016 | Density-Based Data Pruning Method for Deep Reinforcement Learning. Teerapat Rojanaarpa, Irina Kataeva |
| 2016 | Detecting Smooth Cluster Changes in Evolving Graphs. Sohei Okui, Kaho Osamura, Akihiro Inokuchi |
| 2016 | Differentiation and Integration of Machine Learning Feature Vectors. Xinying Mu, Ana Brândusa Pavel, Mark A. Kon |
| 2016 | Distributed Conformal Anomaly Detection. Ilia Nouretdinov |
| 2016 | Domain Ontology Induction Using Word Embeddings. Niharika Gupta, Sanjay Podder, K. M. Annervaz, Shubhashis Sengupta |
| 2016 | Dynamic Factor Mixture of Experts for Functional Time Series Modeling. Allou Samé |
| 2016 | ECG Biometric Identification Using Wavelet Analysis Coupled with Probabilistic Random Forest. Robin Tan, Marek A. Perkowski |
| 2016 | Early Identification of Vulnerable Software Components via Ensemble Learning. Yulei Pang, Xiaozhen Xue, Akbar Siami Namin |
| 2016 | Efficient Content Replacement in Wireless Content Delivery Network with Cooperative Caching. Jihoon Sung, Kyounghye Kim, Junhyuk Kim, June-Koo Kevin Rhee |
| 2016 | Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection. Ramy Hussein, Rabab K. Ward, Z. Jane Wang, Amr Mohamed |
| 2016 | Enhanced Approach to Detection of SQL Injection Attack. Raja Prasad Karuparthi, Bing Zhou |
| 2016 | Ensembling Sparse Representation Classifiers through Layers of Support Vector Machines. Sudarshan Babu, Vikaasa Ramdas |
| 2016 | Epilepsy, a Cyberattack on Brains' Networked Control System. Saman Sargolzaei, Mercedes Cabrerizo, Arman Sargolzaei, Shirin Noei, Malek Adjouadi |
| 2016 | Equipment Condition Diagnosis and Fault Fingerprint Extraction in Semiconductor Manufacturing. Hamideh Rostami, Jakey Blue, Claude Yugma |
| 2016 | Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui |
| 2016 | Event Based Weight Update for Learning Infinite Spike Train. Sumit Bam Shrestha, Qing Song |
| 2016 | Exposing Inpainting Forgery in JPEG Images under Recompression Attacks. Qingzhong Liu, Andrew H. Sung, Bing Zhou, Mengyu Qiao |
| 2016 | Extending Soft Sets towards the Optimality of Decision Based on Multiple Decisions over the Same Data. Farooq Ahmad, Hamza Ali S. Abujabal, Sher Afzal Khan, Adnan Abid, Muhammad Shoaib Farooq |
| 2016 | Extracting Addresses from News Reports Using Conditional Random Fields. Donald E. Brown, Xiaoqian Liu |
| 2016 | Fast Nearest Neighbor Search with Transformed Residual Quantization. Jiangbo Yuan, Xiuwen Liu |
| 2016 | Faster Gated Recurrent Units via Conditional Computation. Andrew S. Davis, Itamar Arel |
| 2016 | Faults Investigation of Transformer Windings Using the Frequency Response Analysis FRA. Moustafa Sahnoune Chaouche, Hamza Houassine, Samir Moulahoum, Ilhami Colak |
| 2016 | Feature Fusion for Denoising and Sparse Autoencoders: Application to Neuroimaging Data. Arezou Moussavi Khalkhali, Mo Jamshidi, Subhashie Wijemanne |
| 2016 | Feedforward Neural Networks for Predicting the Duration of Maintained Software Projects. Cuauhtémoc López Martín |
| 2016 | Filer Response Time Prediction Using Adaptively-Learned Forecasting Models Based on Counter Time Series Data. Saurabh Deshpande, Kumar Dheenadayalan, G. Srinivasaraghavan, V. N. Muralidhara |
| 2016 | Forecasting PM2.5 Concentration Using Spatio-Temporal Extreme Learning Machine. Bo Liu, Shuo Yan, Jianqiang Li, Yong Li |
| 2016 | Freight Vehicle Travel Time Prediction Using Gradient Boosting Regression Tree. Xia Li, Ruibin Bai |
| 2016 | Gaussian Processes for Object Detection in High Resolution Remote Sensing Images. Yilong Liang, Sildomar T. Monteiro, Eli S. Saber |
| 2016 | HMM-Based Intrusion Detection System for Software Defined Networking. Trae Hurley, Jorge E. Perdomo, Alexander Perez-Pons |
| 2016 | Hedonic Housing Theory - A Machine Learning Investigation. Timothy Oladunni, Sharad Sharma |
| 2016 | Hourly Solar Irradiance Forecasting Based on Machine Learning Models. Fateh Nassim Melzi, Taieb Touati, Allou Samé, Latifa Oukhellou |
| 2016 | Identifying Gender from SMS Text Messages. Shannon Silessi, Cihan Varol, Murat Karabatak |
| 2016 | Identifying IT Purchases Anomalies in the Brazilian Government Procurement System Using Deep Learning. Silvio L. Domingos, Rommel N. Carvalho, Ricardo Silva Carvalho, Guilherme Novaes Ramos |
| 2016 | Identifying Nontechnical Power Loss via Spatial and Temporal Deep Learning. Rajendra Rana Bhat, Rodrigo Daniel Trevizan, Rahul Sengupta, Xiaolin Li, Arturo S. Bretas |
| 2016 | Improved Time Series Classification with Representation Diversity and SVM. Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2016 | Improving HSDPA Traffic Forecasting Using Ensemble of Neural Networks. Isah Abdullahi Lawal, Salihu A. Abdulkarim, Muhammad K. Hassan, Jibrin M. Sadiq |
| 2016 | Improving Speed Independent Performance of Fault Diagnosis Systems through Feature Mapping and Normalization. Aparna S. Raghunath, K. T. Sreekumar, C. Santhosh Kumar, K. I. Ramachandran |
| 2016 | Improving the State Space Representation through Association Rules. Valquiria Aparecida Rosa Duarte, Rita Maria da Silva Julia |
| 2016 | Inferring Gene Regulatory Networks by Combining Supervised and Unsupervised Methods. Turki Turki, Jason T. L. Wang, Ibrahim Rajikhan |
| 2016 | Inferring Hearing Loss from Learned Speech Kernels. Bonny Banerjee, Masoumeh Heidari Kapourchali, Shamima Najnin, Lisa Lucks Mendel, Sungmin Lee, Chhayakanta Patro, Monique Pousson |
| 2016 | Infrared Colorization Using Deep Convolutional Neural Networks. Matthias Limmer, Hendrik P. A. Lensch |
| 2016 | Interaction Network Representations for Human Behavior Prediction. Amnay Amimeur, NhatHai Phan, Dejing Dou, David Kil, Brigitte Piniewski |
| 2016 | Interpretation Method of Nonlinear Multilayer Principal Component Analysis by Using Sparsity and Hierarchical Clustering. Natsuki Koda, Sumio Watanabe |
| 2016 | Investigating Transfer Learners for Robustness to Domain Class Imbalance. Karl R. Weiss, Taghi M. Khoshgoftaar |
| 2016 | Iterative Grammar-Based Framework for Discovering Variable-Length Time Series Motifs. Yifeng Gao, Jessica Lin, Huzefa Rangwala |
| 2016 | Iteratively Learning a Liver Segmentation Using Probabilistic Atlases: Preliminary Results. Juan Domingo, Esther Durá, Evgin Göçeri |
| 2016 | L1-Norm Principal-Component Analysis via Bit Flipping. Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados |
| 2016 | Latent Topic-Semantic Indexing Based Automatic Text Summarization. Jiangsheng Yu, Xue-wen Chen |
| 2016 | Learning Fairness under Constraints: A Decentralized Resource Allocation Game. Qinyun Zhu, Jae C. Oh |
| 2016 | Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data. Iulian Carpatorea, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson, Marcus Elmer, Johan Lodin |
| 2016 | Learning the Domain of Sparse Matrices. Suleyman Salin, Murat Manguoglu, Hasan Metin Aktulga |
| 2016 | Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data. Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf |
| 2016 | Local and Global Data Spread Based Index for Determining Number of Clusters in a Dataset. Romana Riyaz, M. Arif Wani |
| 2016 | Machine Learning for Optimum CT-Prediction for qPCR. Melih Günay, Evgin Göçeri, Rajarajeswari Balasubramaniyan |
| 2016 | Machine Learning for Plant Disease Incidence and Severity Measurements from Leaf Images. Ernest Mwebaze, Godliver Owomugisha |
| 2016 | Macro-Optimization of email Recommendation Response Rates Harnessing Individual Activity Levels and Group Affinity Trends. Mohammed Korayem, Khalifeh AlJadda, Trey Grainger |
| 2016 | Managing Constraints and Preferences for Winner Determination in Multi-attribute Reverse Auctions. Malek Mouhoub, Farnaz Ghavamifar |
| 2016 | Multiview Centroid Based Fuzzy Classification of Large Data. Gaurav Tyagi, Nilesh V. Patel, Ishwar K. Sethi |
| 2016 | Neural Network Conditional Random Fields for Self-Paced Brain Computer Interfaces. Hossein Bashashati, Rabab K. Ward, Ali Bashashati, Amr M. Mohamed |
| 2016 | Neural Network Controller for Regulation of a Water-Cooled Fuel Cell Stack. Syed Misbahuddin, Mohamed Yousef El-Sharkh, Srinivas Palanki |
| 2016 | Nonlinear Dimensionality Reduction by Unit Ball Embedding (UBE) and Its Application to Image Clustering. Behrouz Haji Soleimani, Stan Matwin |
| 2016 | Nonlinear Metric Learning for Semi-Supervised Learning via Coherent Point Drifting. Pin Zhang, Bibo Shi, Charles D. Smith, Jundong Liu |
| 2016 | On the L1-Norm Approximation of a Matrix by Another of Lower Rank. Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados |
| 2016 | Parallel Text Identification Using Lexical and Corpus Features for the English-Maori Language Pair. Mahsa Mohaghegh, Abdolhossein Sarrafzadeh |
| 2016 | Phase Identification in Electric Power Distribution Systems by Clustering of Smart Meter Data. Wenyu Wang, Nanpeng Yu, Brandon Foggo, Joshua Davis, Juan Li |
| 2016 | Practical Techniques for Using Neural Networks to Estimate State from Images. Stephen C. Ashmore, Michael S. Gashler |
| 2016 | Predicting Future Agent Motions for Dynamic Environments. Fabio Previtali, Alejandro Bordallo, Luca Iocchi, Subramanian Ramamoorthy |
| 2016 | Predicting Movie Box Office Profitability: A Neural Network Approach. Travis Ginmu Rhee, Farhana H. Zulkernine |
| 2016 | Predicting Recovery of Credit Operations on a Brazilian Bank. Rogério Gomes Lopes, Rommel N. Carvalho, Marcelo Ladeira, Ricardo Silva Carvalho |
| 2016 | Preference Aware Recommendation Based on Categorical Information. Zhiwei Rao, Jiangchao Yao, Ya Zhang, Rui Zhang |
| 2016 | Premature Ventricular Contraction Beat Detection with Deep Neural Networks. Tae Joon Jun, Hyun Ji Park, Hoang Minh Nguyen, Daeyoung Kim, Young-Hak Kim |
| 2016 | Probabilistic Expert Systems for Reasoning in Clinical Depressive Disorders. Blessing Ojeme, Audrey Mbogho, Thomas Meyer |
| 2016 | Real-Time Activity Classification by Matched Filtering Using Body-Worn Accelerometers. Craig Euler, C. T. Lin, Bryan Juarez, Melissa Flores |
| 2016 | Realizing Real-Time Deep Learning-Based Super-Resolution Applications on Integrated GPUs. SungYe Kim, Preeti Bindu |
| 2016 | Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test. Sven Nomm, Konstantin Bardos, Ilja Masarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo |
| 2016 | Recognition of Slab Identification Numbers Using a Deep Convolutional Neural Network. Sang Jun Lee, Sang Woo Kim |
| 2016 | Recommendation Model Based on a Contextual Similarity Measure. Amel Hannech, Mehdi Adda, Hamid Mcheick |
| 2016 | Regression with n→1 by Expert Knowledge Elicitation. Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski |
| 2016 | Relational Synthesis of Text and Numeric Data for Anomaly Detection on Computing System Logs. Elisabeth Baseman, Sean Blanchard, Zongze Li, Song Fu |
| 2016 | Relevance Vector Machines with Uncertainty Measure for Seismic Bayesian Compressive Sensing and Survey Design. Georgios Pilikos, A. C. Faul |
| 2016 | Relevance Vector Sampling for Reinforcement Learning in Continuous Action Space. Minwoo Lee, Charles W. Anderson |
| 2016 | Revealing Fundamental Physics from the Daya Bay Neutrino Experiment Using Deep Neural Networks. Evan Racah, Seyoon Ko, Peter J. Sadowski, Wahid Bhimji, Craig Tull, Sang-Yun Oh, Pierre Baldi, Prabhat |
| 2016 | Review on Machine Learning Based Lesion Segmentation Methods from Brain MR Images. Evgin Göçeri, Esther Durá, Melih Günay |
| 2016 | Road Detection through Supervised Classification. Yasamin Alkhorshid, Kamelia Aryafar, Sven Bauer, Gerd Wanielik |
| 2016 | Robust Kernel Embedding of Conditional and Posterior Distributions with Applications. Muhammad Zeeshan Nawaz, Omar Arif |
| 2016 | Robust Modeling of Continuous 4-D Affective Space from EEG Recording. Rakib Al-Fahad, Mohammed Yeasin |
| 2016 | Screen Unlocking by Spontaneous Flick Reactions with One-Class Classification Approaches. Yoshitomo Matsubara, Haruhiko Nishimura, Toshiharu Samura, Hiroyuki Yoshimoto, Ryohei Tanimoto |
| 2016 | Security Perspective of Biometric Recognition and Machine Learning Techniques. Bilgehan Arslan, Ezgi Yorulmaz, Burcin Akca, Seref Sagiroglu |
| 2016 | Semantic Clone Detection Using Machine Learning. Abdullah Sheneamer, Jugal Kalita |
| 2016 | Semi-Supervised Learning with Bidirectional Adaptive Pairwise Encoding. Jiangbo Yuan, Jie Yu |
| 2016 | Sentiment Analysis of Restaurant Reviews on Yelp with Incremental Learning. Tri Doan, Jugal K. Kalita |
| 2016 | Sequential Pattern Based Temporal Contour Representations for Content-Based Multimedia Timeline Analysis. Gang Ren, Joseph Johnson, Hyunhwan Lee, Mitsunori Ogihara |
| 2016 | Short-Term Urban Rail Passenger Flow Forecasting: A Dynamic Bayesian Network Approach. Jérémy Roos, Stéphane Bonnevay, Gérald Gavin |
| 2016 | Spatial Dependency and Hedonic Housing Regression Model. Timothy Oladunni, Sharad Sharma |
| 2016 | Spontaneous Facial Expression Recognition: A Part Based Approach. Nazil Perveen, Dinesh Singh, C. Krishna Mohan |
| 2016 | System-Level Test Case Prioritization Using Machine Learning. Remo Lachmann, Sandro Schulze, Manuel Nieke, Christoph Seidl, Ina Schaefer |
| 2016 | TIE: An Algorithm for Incrementally Evolving Taxonomy for Text Data. Rabia Irfan, Sharifullah Khan |
| 2016 | Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity Measures. Alper Ozcan, Sule Gündüz Ögüdücü |
| 2016 | Time Series Classification Using Time Warping Invariant Echo State Networks. Pattreeya Tanisaro, Gunther Heidemann |
| 2016 | Toward Parametric Security Analysis of Machine Learning Based Cyber Forensic Biometric Systems. Koosha Sadeghi, Ayan Banerjee, Javad Sohankar, Sandeep K. S. Gupta |
| 2016 | Toward an Online Anomaly Intrusion Detection System Based on Deep Learning. Khaled Alrawashdeh, Carla Purdy |
| 2016 | Towards Deep Learning Invariant Pedestrian Detection by Data Enrichment. Cristina Nader Vasconcelos, Aline Paes, Anselmo Antunes Montenegro |
| 2016 | Towards Web Spam Filtering Using a Classifier Based on the Minimum Description Length Principle. Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami |
| 2016 | Uncovering the Landscape of Fraud and Spam in the Telephony Channel. Aude Marzuoli, Hassan A. Kingravi, David Dewey, Robert S. Pienta |
| 2016 | User Movement Prediction: The Contribution of Machine Learning Techniques. Shadi Banitaan, Mohammad Azzeh, Ali Bou Nassif |
| 2016 | Using Classification in the Preprocessing Step on Wi-Fi Data as an Enabler of Physical Analytics. Hossein Sarshar, Stan Matwin |
| 2016 | Using Domain Knowledge Features for Wind Turbine Diagnostics. R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino |
| 2016 | Using Latent Variable Autoregression to Monitor the Health of Individuals with Congestive Heart Failure. Robert Fisher, Asim Smailagic, Reid G. Simmons, Kimitake Mizobe |
| 2016 | Using Temporal Discovery and Data-Driven Journey-Maps to Predict Customer Satisfaction. Joe Bockhorst, Yingjian Wang, Sukrat Gupta, Maleeha Qazi, Mingju Sun, Glenn Fung |
| 2016 | Validation of a Federation of Collaborative Rational Agents for the Diagnosis of Acute Coronary Syndromes in a Population with High Probability. John Sprockel, Juan Diaztagle, Alberto Llanos, Cristian Castillo, Enríque González Guerrero |
| 2016 | Validation of a Quantifier-Based Fuzzy Classification System for Breast Cancer Patients on External Independent Cohorts. Daniele Soria, Jonathan M. Garibaldi |
| 2016 | Visual Big Data Analytics for Traffic Monitoring in Smart City. Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan |
| 2016 | Water Fixture Identification in Smart Housing: A Domain Knowledge Based Case Study. Yan Gao, Daqing Hou, Natasha Banerjee, Sean Banerjee |
| 2016 | k-Means Partition of Monthly Average Insolation Period Data for Turkey. Mehmet Yesilbudak, Ilhami Colak, Ramazan Bayindir |